COS720-Project-Phishing / training_log.txt
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Epoch 1
Validation Accuracy: 0.9961
F1 Score: 0.9962
precision recall f1-score support
0 0.9982 0.9938 0.9960 3891
1 0.9941 0.9983 0.9962 4075
accuracy 0.9961 7966
macro avg 0.9962 0.9961 0.9961 7966
weighted avg 0.9961 0.9961 0.9961 7966
Epoch 2
Validation Accuracy: 0.9971
F1 Score: 0.9972
precision recall f1-score support
0 0.9987 0.9954 0.9970 3891
1 0.9956 0.9988 0.9972 4075
accuracy 0.9971 7966
macro avg 0.9972 0.9971 0.9971 7966
weighted avg 0.9971 0.9971 0.9971 7966
Epoch 3
Validation Accuracy: 0.9980
F1 Score: 0.9980
precision recall f1-score support
0 0.9982 0.9977 0.9979 3891
1 0.9978 0.9983 0.9980 4075
accuracy 0.9980 7966
macro avg 0.9980 0.9980 0.9980 7966
weighted avg 0.9980 0.9980 0.9980 7966
Final Test Results:
Accuracy: 0.9976
F1 Score: 0.9977
precision recall f1-score support
0 0.9967 0.9985 0.9976 3891
1 0.9985 0.9968 0.9977 4075
accuracy 0.9976 7966
macro avg 0.9976 0.9976 0.9976 7966
weighted avg 0.9976 0.9976 0.9976 7966